Title :
Jitter sensitivity of a self-tuning input-constrained predictive controller
Author :
Abugchem, Fathi ; Short, Michael ; Donglai Xu
Author_Institution :
Electron. & Control Group, Teesside Univ., Middlesbrough, UK
Abstract :
In this paper, the jitter sensitivity of a real-time embedded implementation of a self-tuning generalized predictive control algorithm will be experimentally investigated using a hardware-in-the-loop testing technique. The aim of the study was to explore the potential impacts of slew rate limits of the input of the controlled system on the performance of the controller when jitter is present. The paper also examines the effects of different preemption levels of the underlying earliest deadline first scheduler on the performance of the control system.
Keywords :
adaptive control; jitter; predictive control; self-adjusting systems; sensitivity analysis; generalized predictive control algorithm; hardware-in-the-loop testing technique; jitter sensitivity; preemption levels; real-time embedded implementation; self-tuning input-constrained controller; slew rate limits; Computers; Control systems; Jitter; Prediction algorithms; Predictive control; Real-time systems; Generalized Predictive Control; Input Constraints; Real-time and embedded control;
Conference_Titel :
Control (CONTROL), 2014 UKACC International Conference on
Conference_Location :
Loughborough
DOI :
10.1109/CONTROL.2014.6915152